Answer share
The proportion of relevant generative-search answers in which a brand is named or cited — the GEO equivalent of share of voice, replacing ranking position as the leading indicator of organic visibility.
Glossary · 10 terms
Working definitions for AI search, venture building and digital acquisitions. Each term is defined and argued in exactly one Insight — this page is the index.
Definition · source
The proportion of relevant generative-search answers in which a brand is named or cited — the GEO equivalent of share of voice, replacing ranking position as the leading indicator of organic visibility.
Writing structured so that each section answers one real question completely and independently in its opening sentences, so that a generative engine can quote the passage without the surrounding page.
The gap between what it costs to become a cited source on a topic in a given language and the commercial value of the demand that topic represents in that language.
The layer that finds, educates, qualifies and routes buyers before they reach a supplier — content, search and AI-search visibility, comparison tools and qualification flows — operated as a business in its own right rather than as one supplier’s marketing function.
The transfer of a small, profitable, owner-operated digital business to a new operator when the founder steps back — and the absence of the advisory, valuation and intermediary infrastructure that exists for traditional small companies.
Building the channel that reaches a market before building the product sold through it, so that demand exists on the day the product ships — treating distribution as a founding decision rather than a post-launch activity.
A structured evaluation of whether a website can be retrieved, extracted, identified, trusted and cited by generative search engines, assessed across five layers: retrievability, extractability, entity clarity, authority and measured presence.
The acquisition of small, profitable, owner-operated businesses — typically well under seven figures in enterprise value — bought for cash flow and operational upside rather than for a resale multiple.
Defined in: Micro Private Equity for Spanish-Speaking Markets
The gap between what a small business is worth to its current owner and what it is worth to a buyer, caused by everything that does not transfer cleanly: undocumented processes, personally held accounts, founder-attached revenue and unreconciled books.
The time cost of checking machine-generated output. Because errors in generated work are fluent rather than obvious, review is slower than for human work — and any honest measure of automation leverage subtracts verification time from time saved.
About the sources. Every definition on this page is quoted verbatim from the Insight that argues it — the glossary is the index, not the source. Read the Insights.
From vocabulary to a reading
Answer share and the GEO audit are how we measure the distribution layer. The Tier diagnostic tells you whether it’s the one you’re missing.